Niche idea → scored on the 4-axis framework (search demand × competition × your expertise × monetization potential).
Describe your YouTube niche idea and your edge. AI scores it on the 4-axis framework: search demand × competition × your expertise × monetization potential.
Demand × Competition × Expertise × Monetization. Demand = how many people actively search for content in this niche (more = better). Competition = how saturated YouTube already is (more = worse). Expertise = your specific edge (skills, network, story). Monetization = realistic CPM tier + sponsor/product fit. Composite weights demand 30%, competition 20%, expertise 25%, monetization 25%.
Marginal niches are pursuable if you have a multi-year horizon AND a clear sub-angle that scores 70+ on its own. Most failed channels come from broad niches scoring 50-60 across the board — no axis is strong enough to differentiate. Strong niches have at least one axis at 80+.
Directional, not precise. The LLM evaluates against general 2026 search-volume patterns and niche maturity. For precise demand numbers, use TubeBuddy, vidIQ, or YouTube Studio search insights once you start uploading. The model catches obvious low/high demand calls — the middle is fuzzy.
Cold-start vs warm-start changes the math. With no existing audience, you compete against the entire algorithm cold — strong niche selection is critical. With an existing audience (newsletter, podcast, Twitter), you can pursue narrower niches because you can pipe initial views from your warm channel.
Kompozy automates everything this tool estimates — multi-format generation, brand voice, scheduling across 9 platforms. Free 500-credit trial, no card required.